Comparison
future-agi vs langfuse-java
Verdict
Pick future-agi if future-AGI is an open-source toolkit for evaluating and improving LLMs and AI agents. It includes features like tracing, evaluations, simulations, datasets, gateway operations, and guardrails; pick langfuse-java if langfuse-java is an auto-generated Java client for Langfuse API that supports observability and monitoring of large language models in a self-hosted setup.
Markdown twin · future-agi alternatives · langfuse-java alternatives
GraphCanon updated Sep 11, 2026
vs
Trust & integrity
| Signal | future-agi | langfuse-java |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 2, 2026 · github_public_v1 | Very active (0d since push) As of Sep 11, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 2, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 11, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- future-agi
- End-to-end platform for evaluating, observing, and improving LLM and AI agent applications
- langfuse-java
- Auto-generated Java Client for Langfuse API
Stars
- future-agi
- 1.9k
- langfuse-java
- 73
Forks
- future-agi
- 573
- langfuse-java
- 14
Open issues
- future-agi
- 792
- langfuse-java
- 10
Language
- future-agi
- Python
- langfuse-java
- Java
Adopt for
- future-agi
- Future-AGI is an open-source toolkit for evaluating and improving LLMs and AI agents. It includes features like tracing, evaluations, simulations, datasets, gateway operations, and guardrails.
- langfuse-java
- langfuse-java is an auto-generated Java client for Langfuse API that supports observability and monitoring of large language models in a self-hosted setup.
Persona
- future-agi
- -
- langfuse-java
- -
Runtime
- future-agi
- -
- langfuse-java
- -
License
- future-agi
- Apache-2.0
- langfuse-java
- MIT
Last pushed
- future-agi
- Sep 2, 2026
- langfuse-java
- Sep 10, 2026
Categories
- future-agi
- AI Agents, Evaluation & Observability
- langfuse-java
- Evaluation & Observability
Trust and health
Open issues (now)
- future-agi
- 792
- langfuse-java
- 10
Stars delta
- future-agi
- +344 (30d)
- langfuse-java
- +2 (30d)
Open issues delta
- future-agi
- +196 (30d)
- langfuse-java
- +2 (30d)
Full report
- future-agi
- Trust report
- langfuse-java
- Trust report
Choose future-agi if…
- future-agi is primarily Python; langfuse-java is Java.
- License: future-agi is Apache-2.0, langfuse-java is MIT.
- Pricing: Future-AGI is open-source under the Apache 2.0 license, allowing for free use but with potential paid services through deployment and support channels..
- Requirements: Min 4 GB RAM; Requires Docker.
- Tags unique to future-agi: ai-gateway, docker-compose, evals, llm.
- Also covers AI Agents.
- future-agi ships Docker support for self-hosted deployment.
- - Use Future-AGI when you require an end-to-end evaluation platform that supports self-hosting through Docker Compose or VM-based services on public clouds.
When NOT to use future-agi
- - Avoid using Future-AGI if you require Kubernetes or Helm support as of the current state; though these are planned for future release, they are not yet available.
- - If your deployment strategy relies on a managed service like AWS Marketplace, consider other options since it is currently 'Coming Soon'.
Choose langfuse-java if…
- langfuse-java is primarily Java; future-agi is Python.
- License: langfuse-java is MIT, future-agi is Apache-2.0.
- Tags unique to langfuse-java: analytics, java, langfuse, large-language-models.
- When your application development environment requires automatic integration with the Langfuse API through the use of Maven Central dependency management.
When NOT to use langfuse-java
- If you require a language-agnostic tool or do not wish to manage dependencies via Maven.
- In scenarios where the API's functionalities are too tailored for Langfuse-specific implementations, potentially lacking broader integrations that another competitor might offer directly in their SDK.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (future-agi/future-agi) · observed Sep 2, 2026
- GitHub forks (future-agi/future-agi) · observed Sep 2, 2026
- Last push (future-agi/future-agi) · observed Sep 2, 2026
- License file (Apache-2.0) · observed Sep 2, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (langfuse/langfuse-java) · observed Sep 11, 2026
- GitHub forks (langfuse/langfuse-java) · observed Sep 11, 2026
- Last push (langfuse/langfuse-java) · observed Sep 10, 2026
- License file (MIT) · observed Sep 11, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: future-agi 1.9k · langfuse-java 73 (synced Sep 2, 2026).
Common questions
- What is the difference between future-agi and langfuse-java?
- future-agi: End-to-end platform for evaluating, observing, and improving LLM and AI agent applications. langfuse-java: Auto-generated Java Client for Langfuse API. See the comparison table for live GitHub stats and shared categories.
- When should I choose future-agi over langfuse-java?
- Choose future-agi over langfuse-java when future-agi is primarily Python; langfuse-java is Java; License: future-agi is Apache-2.0, langfuse-java is MIT; Pricing: Future-AGI is open-source under the Apache 2.0 license, allowing for free use but with potential paid services through deployment and support channels.; Requirements: Min 4 GB RAM; Requires Docker; Tags unique to future-agi: ai-gateway, docker-compose, evals, llm; Also covers AI Agents; future-agi ships Docker support for self-hosted deployment; - Use Future-AGI when you require an end-to-end evaluation platform that supports self-hosting through Docker Compose or VM-based services on public clouds.
- When should I choose langfuse-java over future-agi?
- Choose langfuse-java over future-agi when langfuse-java is primarily Java; future-agi is Python; License: langfuse-java is MIT, future-agi is Apache-2.0; Tags unique to langfuse-java: analytics, java, langfuse, large-language-models; When your application development environment requires automatic integration with the Langfuse API through the use of Maven Central dependency management.
- When should I avoid future-agi?
- - Avoid using Future-AGI if you require Kubernetes or Helm support as of the current state; though these are planned for future release, they are not yet available. - If your deployment strategy relies on a managed service like AWS Marketplace, consider other options since it is currently 'Coming Soon'.
- When should I avoid langfuse-java?
- If you require a language-agnostic tool or do not wish to manage dependencies via Maven. In scenarios where the API's functionalities are too tailored for Langfuse-specific implementations, potentially lacking broader integrations that another competitor might offer directly in their SDK.
- Is future-agi or langfuse-java more popular on GitHub?
- future-agi has more GitHub stars (1,903 vs 73). Stars measure visibility, not whether either tool fits your constraints.
- Are future-agi and langfuse-java open source?
- Yes - both are open-source projects on GitHub (future-agi: Apache-2.0, langfuse-java: MIT).
- Where can I find alternatives to future-agi or langfuse-java?
- GraphCanon lists graph-backed alternatives at future-agi alternatives and langfuse-java alternatives (future-agi markdown twin, langfuse-java markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, future-agi or langfuse-java?
- future-agi: Very active. langfuse-java: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for future-agi and langfuse-java?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: future-agi trust report; langfuse-java trust report.